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uv-skill-evolution-manager - Evolve skills from session feedback safely

Extract structured learnings and stitch them into SKILL.md for continuous skill improvement

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Updated: 2026-03-10

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • review session
  • extract structured learnings
  • apply evolution
  • stitch learned section
  • align skills
  • merge JSON
  • validate JSON
  • update canonical skills
  • update local skills
  • regenerate mirrors

Inputs

  • session data
  • skill name
  • JSON delta
  • PKB_PATH
  • local skill directory
  • evolution.json file

Outputs

  • evolution.json file
  • updated SKILL.md
  • learned section
  • canonical skill updates
  • local skill updates

Requirements

  • Python environment
  • PKB_PATH access
  • write permissions
  • JSON schema
  • git repository

Source

  • Spec: SKILL.md

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skill management
continuous improvement
pkbllm
evolution
learning
review session
extract structured learnings
apply evolution
stitch learned section
session data
skill name
JSON delta
evolution.json file
updated SKILL.md
learned section